Agent-Readiness Grade

Agent-Readiness Grade / logo.dev

B

logo.dev

10/12 · 83% (scaled from 5 measurable areas)

Graded 2026-10-07 08:14 UTC in 0.6s · JSON · re-grade now

Top fixes

  1. MCP census entry (+2 points): Expose a Streamable HTTP MCP endpoint at /mcp (or a paid x402 route) so agents can call you, not just read you. How to fix

Ordered by points recoverable. Each area: 2/2 pass, 1/2 warn, 0/2 fail.

Crawler access (robots.txt)

2/2 · pass

8 of 8 AI crawlers may read the site, 0 disallowed

  • GET /robots.txt -> HTTP 200, 341 B, 2 user-agent groups
  • Allowed: GPTBot (via *) (7 path rules), ClaudeBot (via *) (7 path rules), OAI-SearchBot (via *) (7 path rules), PerplexityBot (via *) (7 path rules), Google-Extended (via *) (7 path rules), Amazonbot (via *) (7 path rules), CCBot (via *) (7 path rules), Bytespider (via *) (7 path rules)
  • Sitemap declared: https://www.logo.dev/sitemap.xml, https://www.logo.dev/search/brands/sitemap.xml, https://www.logo.dev/docs/sitemap.xml

Fix: Nothing to fix here.

Machine-readable surfaces

2/2 · pass

2 of 7 surfaces present (/llms.txt, /sitemap.xml)

  • /llms.txt: HTTP 200, 4.8 KB of text
  • /sitemap.xml: HTTP 200, XML sitemap (3.9 KB)
  • /.well-known/x402: HTTP 404
  • /.well-known/agent-card.json: HTTP 404
  • /.well-known/mcp-registry-auth: HTTP 404
  • /openapi.json: HTTP 404
  • /ai.txt: HTTP 404

Fix: Publish one agent surface: /openapi.json, /.well-known/agent-card.json, or /.well-known/x402 if you sell to agents.

Readable without JavaScript

2/2 · pass

Home page is readable

  • GET https://logo.dev/ -> HTTP 200 after 1 redirect (final: https://www.logo.dev/), text/html, 157 KB
  • 2,855 characters of visible text with scripts, styles and tags removed; <title>: "Logo API - Instant Company Logos for Developers - Logo.dev"
  • 23 external scripts, 37 inline; <noscript> absent
  • first words: "Products Update Pricing Docs Sign up Ready to never think about logos again? We track over 100 million brands for logo updates so you don't ..."

Fix: Nothing to fix here.

Structured data

2/2 · pass

1 JSON-LD block, Open Graph complete

  • 1 JSON-LD block: @type Organization, WebSite
  • Open Graph: og:title "Logo API - Instant Company Logos for Developers"; og:description present
  • meta description: present

Fix: Nothing to fix here.

MCP census entry (index.agentexchange.work)

0/2 · fail

Not selling to agents: no census entry, no /mcp endpoint

  • census unavailable (refused index.agentexchange.work: hosts on agentexchange.work cannot be graded from inside the same Cloudflare zone; every check would time )
  • GET /mcp -> HTTP 404: no MCP endpoint at the root

Fix: Expose a Streamable HTTP MCP endpoint at /mcp (or a paid x402 route) so agents can call you, not just read you.

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Permanent link; it re-grades the site live when opened:

https://grade.agentexchange.work/grade?url=logo.dev

Public profile with grade history and an embeddable badge: https://grade.agentexchange.work/site/logo.dev (badge: https://grade.agentexchange.work/badge/logo.dev.svg).

$49 AI Visibility Full Report

This grade is free and automated. The paid next step is the $49 AI Visibility Full Report (which brands a representative AI model, standing in for ChatGPT-class assistants, names when buyers ask about your category, with a prioritized fix list) from aivisibility.agentexchange.work, run for logo.dev. It includes:

Get the Full Report — $49 Stripe checkout asks for your brand name and category; the report is ready about 60 seconds after payment. Legal notices and the MCP census entry are not in this report (free: Compliance Desk check, census claim).

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